1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2024
Time-Reversible Bridges of Data with Machine Learning
Ludwig Winkler
The analysis of dynamical systems is a fundamental tool in the natural sciences and engineering. It is used to understand the evolution of systems as large as entire galaxies and a…
cs.LG2024★ 1 cited
Fast and Unified Path Gradient Estimators for Normalizing Flows
Lorenz Vaitl, Ludwig Winkler, Lorenz Richter +1
Recent work shows that path gradient estimators for normalizing flows have lower variance compared to standard estimators for variational inference, resulting in improved training.…